Data Classification Before Enterprise AI Adoption
Decide which business data may enter an AI workflow by connecting classification, purpose, access, retention and provider review.
01Practical perspectives on software, security and the systems behind modern business.
Decide which business data may enter an AI workflow by connecting classification, purpose, access, retention and provider review.
01Build a controlled document-processing pilot that preserves source evidence, validates extracted fields and keeps financial decisions with authorized reviewers.
02Build a task-specific evaluation for an AI assistant, covering evidence, bilingual quality, access controls, severe errors and review cost.
03Design AI-assisted business workflows with bounded actions, meaningful approvals, exception handling and evidence that the controls work.
04Use AI to support service agents while protecting customer context, policy accuracy, approval boundaries and an effective human escalation path.
05Understand when RAG can support enterprise knowledge tasks, and how to evaluate sources, permissions, freshness and answer evidence.
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